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Sci-Tech Dictionary:

augmented matrix

(′ög·men·təd ′mā·triks)

(mathematics) The matrix of the coefficients, together with the constant terms, in a system of linear equations.


 
 
Wikipedia: augmented matrix

In linear algebra, the augmented matrix of a matrix is obtained by combining two matrices.

Given the matrices A and B, where

A =   \begin{bmatrix}     1 & 3 & 2 \\     2 & 0 & 1 \\     5 & 2 & 2   \end{bmatrix} B =   \begin{bmatrix}     4 \\     3 \\     1   \end{bmatrix}

Then, the augmented matrix (A|B) is written as:

(A|B)=   \begin{bmatrix}     1 & 3 & 2 & 4 \\     2 & 0 & 1 & 3 \\     5 & 2 & 2 & 1   \end{bmatrix}

This is useful when solving systems of linear equations given by square matrices. They may also be used to find the inverse of a matrix. By reducing the matrix into row-echelon form, where the consistency (or inconsistency) of the system can be read off.

Examples

Let C be a square 2×2 matrix where C =    \begin{bmatrix}     1 & 3 \\     -5 & 0   \end{bmatrix}

To find the inverse of C we create (C|I) where I is the 2×2 identity matrix. We then reduce the part of (C|I) corresponding to C to the identity matrix using only elementary matrix transformations on (C|I).

(C|I) =    \begin{bmatrix}     1 & 3 & 1 & 0\\     -5 & 0 & 0 & 1   \end{bmatrix}

(I|C^{-1}) =    \begin{bmatrix}     1 & 0 & 0 & \frac{1}{5} \\     0 & 1 & -\frac{1}{3} & \frac{1}{15}   \end{bmatrix}

As used in linear algebra, an augmented matrix is used to represent the coefficients as well as the constants of each equation. For the set of equations:

Failed to parse (unknown function\begin): \begin{array}{rcl} x_1 + 2x_2 + 3x_3 &=& 0 \\ 3x_1 + 4x_2 + 7x_3 &=& 2 \\ 6x_1 + 5x_2 + 9x_3 &=& 11 \end{array}


the augmented matrix would be composed of

A = \begin{bmatrix} 1 & 2 & 3 \\ 3 & 4 & 7 \\ 6 & 5 & 9 \end{bmatrix}

and

B =  \begin{bmatrix} 0 \\ 2 \\ 11 \end{bmatrix}

Leaving us with:

C = \begin{bmatrix} 1 & 2 & 3 & 0 \\ 3 & 4 & 7 & 2 \\ 6 & 5 & 9 & 11 \end{bmatrix}.


 
 

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